Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Full extent
- Covariates used: all covariates (u and v become vel_mag)
- Metrics: evaluated using area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9293651 |
| bt | 0.9281746 |
| maxnet | 0.9079365 |
| gam | 0.8896825 |
| glm | 0.8650794 |
Variable Importance
Partial Dependence
